Functions — github.com/acaelles97/DeVIS

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Functions681 in github.com/acaelles97/DeVIS

⨍ Functions 681◇ Types & classes 126

↓ 99 callersFunctionprint

(*args, **kwargs)

src/util/misc.py:383

↓ 44 callersMethodmax

↓ 22 callersMethod_combine_sum

Combine sequence results via sum

src/trackeval/metrics/_base_metric.py:56

↓ 18 callersMethodget_id

(self)

src/models/tracker.py:32

↓ 14 callersMethod_check_unique_ids

Check the requirement that the tracker_ids and gt_ids are unique per timestep

src/trackeval/datasets/_base_dataset.py:300

↓ 13 callersMethodget_name

(self)

src/trackeval/datasets/rob_mots.py:129

↓ 11 callersMethodupdate

(self, scores, categories, boxes, masks, centroid_points, mask_id)

src/models/tracker.py:38

↓ 10 callersMethodclose

(self)

src/util/visdom_vis.py:25

↓ 9 callersMethod__init__

(self, in_features, hidden_features=None, out_features=None, act_layer=nn.GELU, drop=0.)

src/models/swin_backbone.py:18

↓ 8 callersMethod_calculate_box_ious

Calculates the IOU (intersection over union) between two arrays of boxes. Allows variable box formats ('xywh' and 'x0y0x1y1'). If do_

src/trackeval/datasets/_base_dataset.py:248

↓ 8 callersMethod_calculate_mask_ious

Calculates the IOU (intersection over union) between two arrays of segmentation masks. If is_encoded a run length encoding with pycocotools i

src/trackeval/datasets/_base_dataset.py:215

↓ 8 callersFunctionget_world_size

()

src/util/misc.py:409

↓ 7 callersMethodadd_meter

(self, name, meter)

src/util/misc.py:212

↓ 7 callersFunctioncreate_color_map

(N=256, normalized=False)

src/util/viz_utils.py:132

↓ 7 callersMethodplot

Plot given images.

src/util/visdom_vis.py:76

↓ 6 callersMethod_load_simple_text_file

Function that loads data which is in a commonly used text file format. Assumes each det is given by one row of a text file. There is

src/trackeval/datasets/_base_dataset.py:105

↓ 6 callersFunctionencode_mask

(mask)

src/models/tracker.py:219

↓ 6 callersMethodget_name

(cls)

src/trackeval/metrics/_base_metric.py:52

↓ 6 callersMethodmean_score

(self)

src/models/tracker.py:51

↓ 6 callersFunctionprocess_ref_point

(ref_point, image_shape)

src/util/att_maps_viz.py:193

↓ 6 callersMethodupdate

(self, **kwargs)

src/util/misc.py:178

↓ 5 callersMethod__init__

(self, in_channels, out_channels, kernel_size, padding)

src/models/deformable_segmentation.py:271

↓ 5 callersFunctionbox_cxcywh_to_xyxy

(x)

src/util/box_ops.py:46

↓ 5 callersFunctioncreate_coco_mask

Converts mask as rle text (+ height and width) to encoded version used by pycocotools.

src/trackeval/baselines/baseline_utils.py:89

↓ 5 callersMethodiou

(track1_masks, track2_masks)

src/models/matcher.py:324

↓ 5 callersFunctionmatch_name_keywords

(n, name_keywords)

src/util/misc.py:501

↓ 5 callersMethodupdate

(self, predictions)

src/datasets/coco_eval.py:35

↓ 4 callersMethod__init__

(self, d_model=256, num_frames=6, nhead=8, num_encoder_layers=6, num_decoder_layers=6, dim_feedforward=1024, d

src/models/devis_transformer.py:17

↓ 4 callersMethod__init__

(self, d_model=256, nhead=8, num_encoder_layers=6, num_decoder_layers=6, dim_feedforward=1024

src/models/deformable_transformer.py:22

↓ 4 callersFunctionbuild_dataset

(image_set, cfg)

src/datasets/__init__.py:28

↓ 4 callersFunctioncrop

(image, target, region)

src/datasets/coco_transforms.py:22

↓ 4 callersMethodencode_all_masks

(self)

src/models/tracker.py:197

↓ 4 callersFunctionget_code_path

Get base path where code is

src/trackeval/utils.py:55

↓ 4 callersMethodget_first_t_result

(self, t, attr)

src/models/tracker.py:74

↓ 4 callersMethodget_last_t_result

(self, t, attr)

src/models/tracker.py:65

↓ 4 callersMethodinit_clip_transform

(self, **kwargs)

src/datasets/vis_transforms.py:249

↓ 4 callersFunctioninverse_sigmoid

(x, eps=1e-5)

src/util/misc.py:430

↓ 4 callersFunctionis_dist_avail_and_initialized

()

src/util/misc.py:401

↓ 4 callersMethodprepare

(self, predictions, iou_type)

src/datasets/coco_eval.py:71

↓ 3 callersMethod__init__

(self, backbone, position_embedding)

src/models/backbone.py:101

↓ 3 callersMethod_combine_weighted_av

Combine sequence results via weighted average

src/trackeval/metrics/_base_metric.py:61

↓ 3 callersMethod_compute_final_fields

Calculate sub-metric ('field') values which only depend on other sub-metric values. This function is used both for both per-sequence calculati

src/trackeval/metrics/identity.py:128

↓ 3 callersMethod_compute_final_fields

Calculate sub-metric ('field') values which only depend on other sub-metric values. This function is used both for both per-sequence calculati

src/trackeval/metrics/hota.py:166

↓ 3 callersMethod_compute_final_fields

Calculate sub-metric ('field') values which only depend on other sub-metric values. This function is used both for both per-sequence calculati

src/trackeval/metrics/clear.py:167

↓ 3 callersMethod_compute_final_fields

(additive)

src/trackeval/metrics/vace.py:125

↓ 3 callersFunction_get_clones

(module, N)

src/models/deformable_detr.py:24

↓ 3 callersMethod_get_src_permutation_idx

(self, indices, from_devis=False)

src/models/criterion.py:52

↓ 3 callersMethod_reset_parameters

(self)

src/models/ops/modules/ms_deform_attn.py:64

↓ 3 callersMethod_row_print

Prints results in an evenly spaced rows, with more space in first row

src/trackeval/metrics/_base_metric.py:93

↓ 3 callersFunction_run

(command)

src/util/misc.py:293

↓ 3 callersMethod_summary_row

(self, results_)

src/trackeval/metrics/_base_metric.py:79

↓ 3 callersFunctionbitget

(byteval, idx)

visualize_dataset.py:140

↓ 3 callersFunctionbitget

(byteval, idx)

src/util/viz_utils.py:133

↓ 3 callersFunctionbox_xyxy_to_cxcywh

(x)

src/util/box_ops.py:53

↓ 3 callersMethodcompute_final_category

(self, policy)

src/models/tracker.py:157

↓ 3 callersMethodcompute_final_score

(self, policy)

src/models/tracker.py:149

↓ 3 callersMethodfilter_frame_detections

(self, min_detection_score)

src/models/tracker.py:140

↓ 3 callersFunctionget_cfg_defaults

Get a yacs CfgNode object with default values for my_project.

src/config.py:327

↓ 3 callersMethodget_default_dataset_config

Default class config values

src/trackeval/datasets/tao.py:17

↓ 3 callersMethodget_default_eval_config

Returns the default config values for evaluation

src/trackeval/eval.py:16

↓ 3 callersFunctionget_size

(image_size, size, max_size=None)

src/datasets/coco_transforms.py:125

↓ 3 callersFunctioninference_vis

(tracker: Tracker, data_loader_val: DataLoader, dataset_val: VISValDataset, visualizers: dic

src/engine.py:207

↓ 3 callersFunctionnested_tensor_from_tensor_list

(tensor_list: List[torch.Tensor], split=True)

src/util/misc.py:330

↓ 3 callersMethodprocess_centroid

(self, tgt_size)

src/models/tracker.py:202

↓ 3 callersMethodrefine_reference_point

(self, lid, output, reference_points, intermediate, intermediate_reference_poin

src/models/deformable_transformer.py:286

↓ 3 callersMethodvalid

(self, min_detections=1)

src/models/tracker.py:35

↓ 3 callersMethodwith_pos_embed

(tensor, pos)

src/models/deformable_transformer.py:156

↓ 2 callersMethod__init__

(self, input_dim, hidden_dim, output_dim, num_layers)

src/models/deformable_detr.py:294

↓ 2 callersMethod__init__

(self, num_pos_feats=64, temperature=10000, normalize=False, scale=None)

src/models/position_encoding.py:67

↓ 2 callersMethod__init__

Multi-Scale Deformable Attention Module :param d_model hidden dimension :param n_levels number of feature levels

src/models/ops/modules/ms_deform_attn.py:31

↓ 2 callersMethod_compute_deformable_attention

(self, query, input_flatten)

src/models/ops/modules/ms_deform_attn.py:225

↓ 2 callersMethod_compute_f

Perform F computation for a given gt and a given tracker ID. Adapted from https://github.com/davisvideochallenge/davis2017-evaluation

src/trackeval/metrics/j_and_f.py:207

↓ 2 callersMethod_compute_final_fields

Exists only to match signature with the original Identiy class.

src/trackeval/metrics/ideucl.py:130

↓ 2 callersMethod_compute_track_ig_masks

Computes ignore masks for different track sets to evaluate :param num_ids: the number of track IDs :param track_lengths: the

src/trackeval/metrics/track_map.py:312

↓ 2 callersMethod_compute_vid_mappings

Computes mappings from Videos to corresponding tracks and images. :param annotations: the annotations for which the mapping should be

src/trackeval/datasets/tao.py:417

↓ 2 callersMethod_freeze_stages

(self)

src/models/swin_backbone.py:539

↓ 2 callersFunction_get_activation_fn

Return an activation function given a string

src/models/deformable_transformer.py:348

↓ 2 callersFunction_get_clones

(module, N)

src/models/deformable_transformer.py:344

↓ 2 callersMethod_get_mask_head_dims

(self)

src/models/deformable_segmentation.py:64

↓ 2 callersMethod_get_src_permutation_masked_idx

(self, indices)

src/models/criterion.py:62

↓ 2 callersMethod_get_tgt_permutation_idx

(self, indices, from_devis=False)

src/models/criterion.py:68

↓ 2 callersFunction_is_power_of_2

(n)

src/models/ops/modules/ms_deform_attn.py:24

↓ 2 callersMethod_load_raw_file

(self, tracker, seq, is_gt)

src/trackeval/datasets/_base_dataset.py:32

↓ 2 callersMethod_merge_categories

Merges categories with a merged tag. Adapted from https://github.com/TAO-Dataset :param annotations: the annotations in which the cla

src/trackeval/datasets/tao.py:402

↓ 2 callersMethod_module_inference

(self, hs_f, memories_att_map_f, masks_att_map, mask_head_feats_f, num_trajectories)

src/models/devis_segmentation.py:57

↓ 2 callersMethod_module_inference

(self, matched_embeddings, memories_att_map, masks_att_map, mask_head_feats, indices_to_pick, instances_per_ba

src/models/deformable_segmentation.py:202

↓ 2 callersMethod_raise_index_error

Auxiliary method to raise an evaluation error in case of an index error while reading files. :param is_gt: whether gt or tracker data

src/trackeval/datasets/kitti_mots.py:394

↓ 2 callersMethod_raise_index_error

Auxiliary method to raise an evaluation error in case of an index error while reading files. :param is_gt: whether gt or tracker data

src/trackeval/datasets/mots_challenge.py:414

↓ 2 callersMethod_raise_value_error

Auxiliary method to raise an evaluation error in case of an value error while reading files. :param is_gt: whether gt or tracker data

src/trackeval/datasets/kitti_mots.py:412

↓ 2 callersMethod_raise_value_error

Auxiliary method to raise an evaluation error in case of an value error while reading files. :param is_gt: whether gt or tracker data

src/trackeval/datasets/mots_challenge.py:432

↓ 2 callersMethod_seg2bmap

From a segmentation, compute a binary boundary map with 1 pixel wide boundaries. The boundary pixels are offset by 1/2 pixel towards

src/trackeval/metrics/j_and_f.py:148

↓ 2 callersMethod_training_forward

(self, targets, out, hs, loss_lvl, memories_att_map, masks_att_map, mask_head_feats)

src/models/deformable_segmentation.py:213

↓ 2 callersFunctionadapt_weights_mask_head

(checkpoint: dict, model_state_dict: dict)

src/util/weights_loading_utils.py:27

↓ 2 callersMethodadd_new_clips

(self, video, video_track_ids_counter, cat_clip_tracks_ids, video_tracks, video_tracks_category_dict, video_ti

src/models/tracker.py:281

↓ 2 callersFunctionall_gather

Run all_gather on arbitrary picklable data (not necessarily tensors) Args: data: any picklable object Returns: list[data]

src/util/misc.py:85

↓ 2 callersMethodappend_track

(self, track, t_window: int)

src/models/tracker.py:103

↓ 2 callersFunctionbuild_model

(num_classes, device, cfg)

src/models/__init__.py:15

↓ 2 callersMethodcombine_classes_det_averaged

Combines metrics across all classes by averaging over the detection values

src/trackeval/metrics/hota.py:153

↓ 2 callersFunctionconvert_to_xywh

(boxes)

src/datasets/coco_eval.py:167

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